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Neuron Labeling Faithfulness on Evaluated Neurons ResNet50 and SAE-TopK

90AUC

CSP

Updated 1mo ago

Evaluation Results

Method	Links
CSP 2026.04		90	25.7
CSP 2026.04		89	25.3
CSP (γ = 0.5) 2026.04		89	25.8
CSP (γ = 0.5) 2026.04		88	25.4
LE 2026.04		88	28.4
CLIP-Dissect 2026.04		88	25.1
LE 2026.04		88	28.3
CSP 2026.04		87	24.2
LE 2026.04		87	27.6
CLIP-Dissect 2026.04		86	24.8
CSP (γ = 0.5) 2026.04		85	24.4
SemanticLens 2026.04		85	24.7
SemanticLens 2026.04		85	24.8
CLIP-Dissect 2026.04		84	23.7
SemanticLens 2026.04		81	23.3